Robust multiview subspace clustering method based on multi-kernel low-redundancy representation learning

Considering the impact of high dimensional data redundancy and noise interference on multiview subspace clustering, a robust multiview subspace clustering method based on multi-kernel low redundancy representation learning was proposed.Firstly, by analyzing and revealing the redundancy and noise inf...

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Bibliographic Details

Published in:	Tongxin xuebao
Main Authors:	Ao LI, Zhuo WANG, Xiaoyang YU, Deyun CHEN, Yingtao ZHANG, Guanglu SUN
Format:	Article
Language:	Chinese
Published:	Editorial Department of Journal on Communications 2021-11-01
Subjects:	low-redundancy representation learning;subspace clustering;multiview learning;tensor analysis
Online Access:	http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2021217